advanced
14 min read
A2A Explained: How Agent-to-Agent Communication Differs from MCP
MCP answers "what can I call?" A2A answers "who can I hand this to?" Different questions, different failure modes.
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Multi-Agent Coordination
Architectures and protocols for coordinating multiple agents, delegated tasks, shared state, communication, and dependencies.
Tagged articles
Multi-Agent Coordination articles
4 articles in this tag.
advanced
18 min read
Agent Workflow Topologies: Routers, Conditional Gates, Parallelism, Fan-Out, and Map-Reduce
A fan-out graph looks fast on the whiteboard. In production it stalls because one branch is slow, one branch fails silently, and the synthesis step merges…
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advanced
9 min read
OpenClaw vs Hermes Agent: Two Open-Source Visions for Personal AI Agents
Two projects both advertise "open source, model-agnostic, multi-channel, MCP support." A builder picks one, ships it, and discovers the real difference the…
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advanced
14 min read
What Is Graph Engineering for AI Agents? From Prompt, Context, Harness, and Loop Engineering to System Intelligence
The demo works. Then you add a second worker, a shared artifact store, and a verifier, and the system starts producing results nobody can attribute,…
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